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DOI: 10.4121/6b996f9c-27a9-4332-a0b6-d186ac6c4467

Zanger, Moritz A.; Boehmer, Wendelin; Spaan, M.T.J. (Matthijs) (2025): Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning". Version 1. 4TU.ResearchData. software. https://doi.org/10.4121/6b996f9c-27a9-4332-a0b6-d186ac6c4467.v1

Categories

• Artificial Intelligence and Image Processing
• Computation Theory and Mathematics
• Information and Computing Sciences

Keywords

Deep Learning Distributional Reinforcement Learning Exploration Machine Learning Projections Reinforcement Learning Uncertainty Quantification

Licence

MIT

Interoperability

• RO-Crate Metadata

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by Moritz A. Zanger , Wendelin Boehmer, M.T.J. (Matthijs) Spaan

This is the official code repository of projection-ensemble DQN, accompanying the paper "Diverse projection ensembles for distributional reinforcement learning" (ICLR 2024).

History

• 2025-08-15 first online, published, posted

Publisher

4TU.ResearchData

Format

.py

Associated peer-reviewed publication

Diverse Projection Ensembles for Distributional Reinforcement Learning

References

• https://openreview.net/forum?id=qe49ybvvPs

Code hosting project url

https://github.com/anyboby/diverse-projection-ensembles

Funding

• Epistemic AI (grant code 964505) [more info...] EXCELLENT SCIENCE - Future and Emerging Technologies (FET) (EU Horizons 2020)

Organizations

Delft University of Technology, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Intelligent Systems, Sequential Decision Making Group